https://github.com/Golbstein/Keras-Real-Time-Style-Transfer

Real time style transfer in Keras
https://github.com/Golbstein/Keras-Real-Time-Style-Transfer

keras keras-tutorials real-time style-transfer

Last synced: about 1 month ago
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Real time style transfer in Keras

• Host: GitHub
• URL: https://github.com/Golbstein/Keras-Real-Time-Style-Transfer
• Owner: Golbstein
• Created: 2018-12-31T17:17:18.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2018-12-31T22:11:19.000Z (about 6 years ago)
• Last Synced: 2024-08-08T23:18:41.964Z (5 months ago)
• Topics: keras, keras-tutorials, real-time, style-transfer
• Language: Jupyter Notebook
• Homepage:
• Size: 17.4 MB
• Stars: 6
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Real Time Style Transfer with Keras

### In this repo I've implemented the fastai-2018 style transfer in Keras

You can train and run the model in real-time with ~30fps on NVIDIA-MX150 GPU

![](https://github.com/Golbstein/Keras-Real-Time-Style-Transfer/blob/master/examples/real_neural_style.gif)

## How to run demo:

```

git clone https://github.com/Golbstein/Keras-Real-Time-Style-Transfer.git

cd Keras-Real-Time-Style-Transfer

python real_time_neural_style.py armchair

```

or: `python real_time_neural_style.py picasso`

## Dependencies

* Python 3.6

* Keras>2.2.x

* opencv

## Results

* Dataset: Pascal VOC 2012

![alt text](https://github.com/Golbstein/Keras-Real-Time-Style-Transfer/blob/master/examples/armchair.JPG)

![alt text](https://github.com/Golbstein/Keras-Real-Time-Style-Transfer/blob/master/examples/picasso.JPG)